{"id":"W4320917201","doi":"10.3390/curroncol30020177","title":"“Well, to Be Honest, I Don’t Have an Idea of What It Might Be”—A Qualitative Study on Knowledge and Awareness Regarding Nonmelanoma Skin Cancer","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Friedrich-Alexander-Universität Erlangen-Nürnberg","keywords":"Skin cancer; Medicine; Qualitative research; Dermatology; Incidence (geometry); Population; Family medicine; Cancer; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008033889,0.0003622478,0.001106261,0.0004512996,0.0001701791,0.00002431915,0.0001993868,0.0001382103,0.0000853432],"category_scores_gemma":[0.000134487,0.0003138255,0.00009636937,0.0005297136,0.0002444316,0.0001852493,0.0003311452,0.0003242202,0.00004151711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005721975,"about_ca_system_score_gemma":0.0003246302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000291796,"about_ca_topic_score_gemma":0.0048835,"domain_scores_codex":[0.9972177,0.0005396164,0.000571219,0.0007963863,0.0003662022,0.0005089457],"domain_scores_gemma":[0.9979054,0.0008443937,0.0002227281,0.000479539,0.0002777386,0.0002701813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001367332,0.002911686,0.397451,0.0005402475,0.0005917404,0.0001580469,0.5026575,0.00001999409,0.0002868474,0.0001530116,0.04162716,0.05223533],"study_design_scores_gemma":[0.006596101,0.008436829,0.3660228,0.0009863435,0.0004450668,0.00002176143,0.4460627,0.00009993523,0.001583735,0.00008214224,0.1691008,0.0005616693],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844521,0.004224312,0.00001887658,0.006272259,0.00257387,0.001335522,0.00006630985,0.00006012205,0.0009966271],"genre_scores_gemma":[0.9959351,0.001712394,0.00005229163,0.0003517122,0.0005430541,0.0006815917,0.00004727072,0.00005452026,0.0006220316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274737,"threshold_uncertainty_score":0.9999314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.216554088094864,"score_gpt":0.5132824576161639,"score_spread":0.2967283695212999,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}